Run
1812147

Run 1812147

Task 125881 (Learning Curve) wilt Uploaded 16-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9772 ± 0.0114
Per class
F measure
0.9659 ± 0.0076
Per class
Kappa
0.6498 ± 0.0827
KB relative information score
1594.4063 ± 38.4931
Mean absolute error
0.0474 ± 0.0042
Mean prior absolute error
0.1022 ± 0.0006
Number of instances
4839
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9651 ± 0.008
Per class
Predictive accuracy
0.9676 ± 0.0069
Prior entropy
0.3037
Recall
0.9676 ± 0.0069
Per class
Relative absolute error
0.4636 ± 0.0422
Root mean prior squared error
0.2259 ± 0.0013
Root mean squared error
0.1552 ± 0.0118
Root relative squared error
0.6869 ± 0.0543
SciMark benchmark
520.3686
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90